THE SYLLABUSES OF MIS LECTURES - Marmara …dosya.marmara.edu.tr/eng/ie/MIS/MIS_Syllabus_ALL.pdf · THE SYLLABUSES OF MIS LECTURES ... Phone 535 255 2019 CONTENT RESOURCES: ... 8

THE SYLLABUSES OF MIS LECTURES

Program Management Information Systems Master Program

Lecture name Decision Support and Expert Systems

Lecture code MIS 712

INSTRUCTOR’S

Name, surname Kemal Ünaltuna

Address Zeytinoğlu cad. Yaren sok. Aydın-B Apt 3/8 Akatlar İstanbul

e-mail [email protected]

Phone 5333583351

CONTENT

RESOURCES:

Week Topic

1 Decision Making and Computerized Support

2 MSS, DSS, EIS

3 Data Warehousing and BI

4 Big Data

5 Complex Event Processing

6 Analytical CRM

7 OLAP

8 Knowledge Based Decision Support, Knowledge Representations

9 AI & Search

10 Expert Systems

11 Forward and Backward Chaining

12 Uncertainty Processing

13 Fuzzy Logic

14 Genetic Algorithms


Lecture name Simulation


INSTRUCTOR’S

Name, surname Arif N Güllüoğlu

Address Mühendislik Fakültesi,


Phone 535 255 2019

CONTENT

RESOURCES:

Williams, H. P. 1999. Model Building in Mathematical Programming – 4th Edition. John

Wiley & Sons.

Week Topic

1 Introduction, The concept of a model, Types of mathematical models, Basic

modeling principles

2 Basic Linear Programming, Mathematics of the LP, Solving the LP Graphically,

Basics of the Simplex Algorithm

3 Objective Functions, Types of Constraints, LP Solution Packages

4 Sensitivity Analysis, Interpreting Model Results, The Dual Model, Shadow Prices,

and their Interpretation, Reduced Costs

5 Stability of the Model, Further economic interpretations

6 Network Problems, Intro to Networks, Special Algorithms,

7 Road Location Problems, Project Planning

8 Integer Programming, Integer Variables, Binary Variables, Conditions

9 Integer Programming, Branch and Bound Algorithms

10 Dynamic Programming, Production Optimization Problems

11 Dynamic Programming, Knapsack Algorithm, Transportation Problems

12 Implementation of a Mathematical Programming System of Planning

13 Project Presentations

14 Project Presentations


Lecture name Knowledge and Document Management


INSTRUCTOR’S

Name, surname Prof. Dr. Ercan Oztemel

Address


Phone

CONTENT

RESOURCES:

Handbook of Software Quality Assurance, Gordon Schulmayer, 4th

Edition, ISBN: 978-

1596931862

Week Topic

1 Introduction to basics

2 Knowledge engineering

3 Knowledge organization

4 Knowledge management

5 Knowledge management model

6 Document management models including electronic document management

7 Case study

8 Midterm

9 Knowledge and total quality management

10 Knowledge and change management

11 Knowledge and innovation

12 Knowledge and strategic management

13 Case study

14 General Overview


Lecture name Project Management

Lecture code MIS716 / MIS7716

INSTRUCTOR’S

Name, surname S. Serdar Yörük

Address Taşdelen Kirazlıdere Mah. Gümüş sk.14B/17, Çekmeköy, İstanbul


Phone 0532 2642484

CONTENT

RESOURCES:

Information Technology Project Management

7th

Edition, Kathy Schwalbe, Course Technology, Cengage Learning 2014

ISBN 978-1-133-62722-7

Week Topic

1 Introduction to Project Management

2 The Project Management and IT Context

3 The Project Management Process Groups

4 Project Integration Management

5 Projecr Scope Management

6 Project Time Management

7 Project Cost Management

8 1st Midterm Exam

9 Project Quality Management

10 Project HR Management

11 Project Communications Management

12 Project Risk Management

13 Project Procurement Management

Project Stakeholder Management

14 2nd

Midterm Exam

mailto:[email protected]


Lecture name Business Intelligence


INSTRUCTOR’S

Name, surname Kemal Ünaltuna

Address Zeytinoğlu cad. Yaren sok. Aydın-B Apt 3/8 Akatlar İstanbul


Phone 5333583351

CONTENT

RESOURCES:

Week Topic

1 What is Business Intelligence (BI) and what is it for?

2 BI Tools

3 BI User Profiles and usage types

4 BI Architectures and Framework

5 Data Warehousing Environment

6 Data Warehouse and Data Mart Data Models

7 Modeling Facts, Dimensions.

8 Modeling Aggregations

9 Data Mining: Concepts

10 Data Mining: Data Preparation

11 Data Mining: Supervised and Unsupervised Methods

12 Data Mining: Supervised Methods. Neural Networks

13 Data Mining: Supervised Methods. Decision Trees

14 Data Mining: Unsupervised Learning. Clustering


Lecture name Customer Relationship Management

Lecture code MIS718

INSTRUCTOR’S

Name, surname S. GONCA TELLİ YAMAMOTO

Address


Phone 5422412238

CONTENT

RESOURCES:

V. Kumar & Werner Reinartz (2012). Customer Relationship Management Concept Strategy

and Tools, Springer

P. Greenberg (2009). CRM at the Speed of Light ,(4th Ed). Mc Graw Hill.

Scott, Kostojohn, Mathew, Johnso n & Brian, Paulen (2011). CRM Fundamentals, apress

Jill, Dyche (2002). The CRM Handbook, Boston: Addison Wesley

Adrian, Payne (2006). Handbook of CRM, Butterworth-Heinemann

Week Topic

1 Course Introduction-Strategic Framework of CRM

2 Customer focused Corporate Ecosystem-Timeline of CRM evolution

3 Changes with respect to Customers/Marketplace/Technology & Marketing Function

4 Implementing CRM strategy

5 Traditional Marketing Metrics/Customer Acquisition metrics/Customer Activity

Metrics

6 Customer based value metrics/Customer selection strategies(profiling, binary

classification trees

7 Using Databases & Data mining

8 Operational CRM

9 Key Account Management B2B

10 Customer Privacy concerns/Collaborating with customers(two groups)

11 Analyzing the return on CRM

12 Business Intelligence and CRM

13 Mobile CRM

14 Social CRM and Customer Discussions


Lecture name Quality Assurance at Software Development


INSTRUCTOR’S

Name, surname Prof. Dr. Ercan Oztemel

Address


Phone

CONTENT

RESOURCES:

Handbook of Software Quality Assurance, Gordon Schulmayer, 4th

Edition, ISBN: 978-

1596931862

Week Topic

1 Introduction to Software Quality Assurance

2 Software engineering

3 Software project management Plan

4 Requirements engineering

5 SQA plan

6 Configuration management

7 Software design

8 Midterm

9 Software development plan

10 Verification and validation

11 Risk management

12 CMMI overview

13 Software process improvement

14 Overall review


Lecture name Database Management Systems


INSTRUCTOR’S

Name, surname Prof. Dr. B. Gültekin Çetiner

Address Marmara University, Faculty of Engineering, Industrial engineering

Department, Göztepe, İstanbul


Phone 0532 786 64 47

CONTENT

RESOURCES:

Lecture Notes

Practice Database

Week Topic

1 Foundations of Database Management Systems

2 Relational Database Theory and Data Modeling

3 Data Modeling General Issues

4 Data Modeling : Logical and Physical Database Designs

5 Data Modeling : Entity relationship diagramming

6 Data Modeling : Normalization and other database issues

7 CASE Tools for Database Designs

8 Commercial tools and Open Source Tools for Database Design

9 SQL Structured Query Language

10 DDL Data Definition Language

11 DML Data Manipulation Language

12 DQL Data Query Language

13 DCL Data Control Language and advanced Database Management issues

14 Presentations for Database Design Projects



Lecture name Creativity & Innovation

Lecture code MIS 723/7723

INSTRUCTOR’S

Name, surname Asst. Prof. Dr. M. Batuhan AYHAN

Address Marmara Uni. Industrial Engineering Dept. MA 213


Phone +90 216 348 02 92 -223-

CONTENT

RESOURCES:

1- "Innovation Management" Pervaiz K. Ahmed and Charles D. Shepherd, 1st Edition,

Prentice Hall, 2010.

2- "Creativity and Strategic Innovation Management" Malcolm GOODMAN, and Sandra

DINGLI, 1st Edition, Routledge, 2013.

3- "Managing Innovation, Design and Creativity", Bettina von STAMM, 2nd Edition, John

Wiley & Sons Ltd.

Week Topic

1 Meeting- introduction

2 Innovation in context

3 Creativity & innovation

4 Strategy & innovation

5 Innovation process management

6 Innovation performance measurement

7 People, leadership and structure for innovation

8 Midterm exam period

9 Innovation in a global world

10 Case study presentations







Lecture name Organizational Behavior & Change


INSTRUCTOR’S

Name, surname Asst. Prof. Dr. M. Batuhan AYHAN

Address Marmara University Industrial Engineering Dept.


Phone +90 216 348 02 92 *223*

CONTENT

RESOURCES:

1- "Organizational Behavior" Stephen P. ROBBINS, Timothy A. JUDGE, 15th Edition,

Pearson, 2013.

Week Topic

1 MEETING – INTRODUCTION REF 1. CH 0

2 WHAT IS ORGANIZATIONAL BEHAVIOR REF 1. CH 1

3 DIVERSITY IN ORGANIZATIONS REF 1. CH 2

4 EMOTIONS & MOODS REF 1. CH 4

5 PERSONALITY & VALUES REF 1. CH 5

6 MOTIVATION CONCEPTS REF 1. CH 7

7 UNDERSTANDING WORK TEAMS REF 1. CH 10

8 COMMUNICATION REF 1. CH 11

9 LEADERSHIP REF 1. CH 12

10 POWER & POLITICS REF 1. CH 13

11 CONFLICT & NEGOTIATION REF 1. CH 14

12 ORGANIZATIONAL CULTURE REF 1. CH 16

13 2ND MIDTERM

14 ORGANIZATIONAL CHANGE & STRESS MANAGEMENT REF 1. CH 18



Lecture name Supply Chain Management Systems


INSTRUCTOR’S

Name, surname Gülfem Tuzkaya

Address Marmara Univ., Endüstri Müh. Böl. Göztepe Kampüsü, MA216,

Kadıköy-İstanbul


Phone 0 216 348 02 92/228

CONTENT

RESOURCES:

1. Sunil Chopra, Peter Meindl, "Supply Chain Management",Prentice Hall, 2010, ISBN-

10: 0136080405

2. Gianpaolo Ghiani, Gilbert Laporte, Roberto Musmanno, “Introduction to Logistics

Systems Planning and Control”, Wiley, 2004, ISBN: 0-470-84916-9.

Week Topic

1 Introduction- general knowledge about the course,

2 Basic definitions, importance of the logistics and supply chain management

3 Understanding Supply Chain Management

4 Supply Chain Performance

5 Supply Chain Drivers and Metrics

6 Designing Distribution Networks

7 Network Design in the Supply Chain and Global Supply Chain Networks

8 Network Design in the Supply Chain and Global Supply Chain Networks

9 Midterm Exam

10 Aggregate Planning in a Supply Chain

11 Aggregate Planning in a Supply Chain

12 Information Technology in a Supply Chain

13 Coordination in a Supply Chain

14 E-Business and the Supply Chain Management



Lecture name Decision Making Techniques in Management Information Systems


INSTRUCTOR’S

Name, surname Yrd. Doç. Dr. Hüseyin Selçuk Kılıç

Address Marmara Üniversitesi, Mühendislik Fak., Endüstri Müh. Böl. Göztepe/İst.


Phone (0216) 3480292 / 331

CONTENT

RESOURCES:

1. Tzeng, G.-H., and Huang, J.-J. 2011. Multiple Attribute Decision Making (Methods and

applications), CRC Press.

2. Clemen, R. T. 1996. Making Hard Decisions (An introduction to decision analysis),

Duxbury Press

3. Taylor B.W. 2012. Introduction to Management Science, Pearson Education Inc., New

Jersey.

Week Topic

1 Introduction to decision making

2 Decision making under uncertainty and under risk

3 Decision Trees and utility

4 Group decision making

5 Elementary Methods in Multiple Criteria Decision Making

6 Structuring the problem

7 Constructing the Decision Model in MCDM

8 Midterm

9 Analyzing the Problem in MCDM (SAW, WP, TOPSIS)

10 Outranking methods (PROMETHEE)

11 Analytic Hierarchy Process (AHP)

12 Analytic Network Process (ANP)

13 Presentations

14 Final exam


Lecture name Multivariate Data Analysis


INSTRUCTOR’S

Name, surname Prof. Dr. S.Ümit Oktay Fırat

Address Marmara Üniversitesi Mühendislik Fakültesi, Endüstri Müh.

e-mail soufirat@ marmara.edu.tr

Phone (0216) 348 02 92 - 218

CONTENT

RESOURCES:

J.L.Hair, R.E.Anderson, R.L.Tatham, W.C.Black , “Multivariate Data Analysis”.

R.A.Johnson, D.W.Wichern, “ Applied Multivariate Statistical Analysis”, Pearson Education

International

B.G.Tabachnick, L.S.Fidell , “Using Multivariate Statistics”

Week Topic

1 Introduction: Methods and model Building

2 Univariate Data Analysis

3 Understanding and Preparing For Multivariate Analysis (matrix and vectors)

4 Cleaning and Transforming Data

5 Simple and Multiple Regression Analysis (Software usage)

6 Multivariate Linear Regression Models Applications

7 MIDTERM

8 Principal Components (Chapter 8)/ Project Proposals

9 Factor analysis and Inference for Structural Covariance Matrices (Chapter 9)

10 Clustering, Distance Methods (Chapter 12)

11 Data Mining and Multivariate Statistics

12 Problem Solving and Software Applications

13 Project Development and Discussion

14 Project Presentations (Pre-final)

mailto:/[email protected]


Lecture name Software Development Methods and Improvements


INSTRUCTOR’S

Name, surname Yusuf Şahin

Address Marmara Üniversitesi Mühendislik Fakültesi Elektrik ve Elektronik Müh.


Phone 0533 5566217

CONTENT

RESOURCES:

Software Engineering, Ian Sommerville, 9th

edition, Pearson, 2010.

Week Topic

1 Introduction

2 Software Processes

3 Requirements Engineering

4 Requirements Engineering

5 System Modeling

6 System Modeling

7 Architectural Design

8 Architectural Design

9 SW Prototyping

10 SW Design and Implementation

11 SW Design and Implementation

12 SW Testing (Verification and Validation Techniques)

13 SW Dependability

14 Management


Program Management Information Systems, Master Program

Lecture name Financial Information Analysis

Lecture code MIS736.1/ MIS7736.1

INSTRUCTOR’S

Name, surname Yrd. Doç. Dr. Cem Çağrı Dönmez

Address Muhendislik Fakultesi A – Blok Kat: 2 NO: MA225


Phone 0216 348 02 92 Ex:221

CONTENT

RESOURCES:

Russell Lundholm and Richard Sloan, Equity Valuation and Analysis with eVal, McGraw-

Hill Irwin, 3rd Edition, 2013.

John R. Ellis, David Williams, “Corporate Strategy and Financial Analysis”, Pearson

Graham Curtis, “Business Information Systems: Analysis, Design and Practice”, 6/E

Week Topic

1 PART I: INTRODUCTION

2 PART II: BUSINESS STRATEGY ANALYSIS

3 PART III: ACCOUNTING ANALYSIS I

4 PART IV: ACCOUNTING ANALYSIS II

5 PART V: FINANCIAL ANALYSIS I

6 PART VI: FINANCIAL ANALYSIS II

7 PART VII: FORECASTING I

8 PART VIII: FORECASTING II

9 PART VIIII: VALUATION I

10 PART X: VALUATION II

11 PART XI: SYNTHESIS, REVIEW AND APPLICATION

12 PART XII: COMPREHENSIVE CASE

13 PART XIII: PROJECT WORKSHOP & PRESENTATIONS

14 PART XIV: GUEST SPEAKER


Lecture name Manufacturing Information Systems


INSTRUCTOR’S

Name, surname Yrd. Doç. Dr. Hüseyin Selçuk Kılıç

Address Marmara Üniversitesi, Mühendislik Fak., Endüstri Müh. Böl. Göztepe/İst.


Phone (0216) 3480292 / 331

CONTENT

RESOURCES:

1. Heizer j., & Render, B., Operations Management, Pearson

2. Sule, D. R. (2008). Manufacturing facilities: location, planning, and design. CRC Press.

Week Topic

1 The manufacturing terminology, definitions and manufacturing information system

parts

2 Forecasting systems (Techniques and applications)

3 Aggregate production planning system

4 Material requirements planning system

5 Inventory systems

6 Scheduling and sequencing in manufacturing systems

7 Midterm

8 Line balancing systems

9 JIT, lean operations and the TOYOTA production systems

10 Layout design in manufacturing information systems

11 Real applications in different sectors

12 Holiday

13 Term project presentation

14 Term project presentation


Lecture name Topics in Management Information Systems


INSTRUCTOR’S

Name, surname Prof. Dr. B. Gültekin Çetiner

Address Marmara University, Faculty of Engineering, Industrial engineering

Department, Göztepe, İstanbul


Phone 0532 786 64 47

CONTENT

RESOURCES:

Week Topic

1 Key concepts of Management and Information Systems

2 Paradigms in MIS: Production and Distribution of Knowledge and Information

3 Understanding foundations and roles of MIS in Socio-economic systems

4 More on management systems with respect to Global Trends

5 Three key concepts in understanding Global Trends: Finance system, Mass

Production and Planned Obsolescence

6 Holistic (systems engineering) approach to understand MIS in different areas such as

agriculture, healthcare, education, systems (software/hardware) development

7 Holistic (systems engineering) approach to MIS (continue)

8 Comparison of different paradigms: Open Source vs Close Systems

9 Developing and Implementing Information Systems

10 Using Information Systems for enhancing internal operations

11 Using Information Systems for improving external operations

12 Using Information Systems for supporting decision making

13 Presentations

14 Presentations



Lecture name Data Communications and Computer Networks


INSTRUCTOR’S

Name, surname Yusuf Şahin

Address Marmara Üniversitesi Mühendislik Fakültesi Elektrik ve Eletronik Müh.


Phone 0533 5566217

CONTENT

RESOURCES:

Computer Networking: A Top Down Approach, 6th edition, Jim Kurose, Keith Ross,

Addison-Wesley, March 2012

Week Topic

1 Computer Networks and the Internet

2 Computer Networks and the Internet

3 Application Layer

4 Application Layer

5 Transport Layer

6 Transport Layer

7 Network Layer and Routing



10 Link Layer and Local Area Networks

11 Link Layer and Local Area Networks

12 Multimedia Networking

13 Security in Computer Networks

14 Network Management



Lecture name Data Mining


INSTRUCTOR’S




Phone (0216) 348 02 92 - 218

CONTENT

RESOURCES:

P.Tan, M.Steinbach, V. Kumar, Introduction To Data Mining. Pearson/Addison Wesley ,

2006

M.H. Dunham, Data Mining: Introductory and Advanced Topics. Prentice Hall, 2003

M.J.A. Berry and G. Linoff, Data Mining Techniques: For marketing, Sales, and Customer

Relationship Management. Wiley Computer Publishing, 2nd edition, 2004

Softwares: Orange, Weka, Rapid Miner, SAS, Clementine

Week Topic

1 Ch.1: Introduction

2 Ch.2: Data: Types of Data, Data Preporcessing, Measures of Similarity

3 Ch.2: Data: Types of Data, Data Preporcessing, Measures of Similarity - Software

usage

4 Ch.3: Exploring Data: Summary Statistics, Visualization, OLAP- Software usage

5 Ch.3: Exploring Data: Summary Statistics, Visualization, OLAP -

6 Ch.4: Classification:Basic Concepts, Decision Trees

7 Applications

8 Midterm Exam

9 Ch.4:, ANN and Model Estimation - Software usage

10 Software applications

11 Ch.6: Association Analysis:Basic Concepts and Algorithms

12 Ch.6: Association Analysis:Basic Concepts and Algorithms

13 Ch.7 :Cluster Analysis: Basic Concepts and Algorithms

14 Ch.8: Anomaly Detection



Lecture name Learning Organization


INSTRUCTOR’S

Name, surname Emin Arca

Address Marmara University Engineering Faculty Chemical Engineering Faculty


Phone Ext 709

CONTENT

RESOURCES:

Course Materials

Peter M. Senge (1990), The Fifth Discipline, Doubleday/Currency, ISBN 0385260946

Donella H. Meadows (2008) Thinking in Systems - A primer (Earthscan) ISBN 978-1-

84407-726-7

Week Topic

1 Introduction to the rationale of the course

2 Constraints of Linear Thinking versus Systems Thinking.

3 Complex Adaptive Systems

4 Complexity Management

5 A strategic outlook on Systems

6 Simulation 1: Understanding Poverty from a Systems Perspective

7 Shifting towards an integrated strategy

8 Midterm

9 The Discipline of Systems

10 Learning Organizations

11 The Fifth Discipline

12 Building Learning Organizations,

13 Simulation 2

14 Simulation 3


Lecture name E-marketing


INSTRUCTOR’S

Name, surname Gonca, Telli Yamamoto

Address -


Phone 5422412238

CONTENT

RESOURCES:

Gonca Telli Yamamoto (2009). Mobilized Marketing and the Consumer, IGI Global

Ryan Damian & Calvin Jones (2009). Understanding Digital Marketing, Kogan Page, London

Week Topic

1 Introduction, Next wave of digitization

2 Digital Life, digital divide

3 Permission Marketing

4 E-marketing

5 Opt-in Opt out marketing

6 Online Marketing , Online Advertising

7 Viral Marketing

8 Search Engine Marketing

9 E-tailing

10 Social Media Marketing

11 Mobile Marketing

12 Mobile Advertising

13 Location Based Marketing

14 E- Marketing Turkey


Lecture name Statistical Data Analysis


INSTRUCTOR’S




Phone (0216) 348 02 92 - 218

CONTENT

RESOURCES:

Levine, Krehbiel and Berenson, Business Statistics A First Course Third Edition, Prentice

Hall, 2012.

Ronald E. Walpole, Raymond H. Myers Sharon L. Myers, Keying Ye "Probability and

Startistics for Engineers and Scientists" 8th Ed., 2007.

Jay L. Devore, Probability and Statistics for Engineering and the Sciences Fifth Edition,

Duxbury, 2011.

Week Topic

1 Introduction to SPSS software program

2 Introduction: Methods and model Building

3 Univariate Data Analysis & Descriptive Measures

4 Understanding and Preparing Data for Analysis & Graphs

5 Software usage ( SPSS- R- etc.)

6 Case study devolepment and Analysis (Descriptive statistics applications)

7 Midterm

8 Project devoleoment/ Case study/Software Appl.

9 Project Proposals &Discussion

10 Hypothesis testing for single population

11 Hypothesis testing for Two populations

12 Chi-Square tests & Independency tests

13 Simple Linear Regression Analysis (Software usage)

14 Problem Solving and Software Applications, Project Presentations (Pre-final),

Introduction to SPSS software program



Lecture name Economics and Cost Analysis


INSTRUCTOR’S

Name, surname Murat Donduran

Address Yıldız Technical University Department of Economics

e-mail [email protected], [email protected]

Phone 05056151078

CONTENT

RESOURCES:

McGuigan, J. R., Moyer, R. C., & Harris, F. H. B. (2007). Managerial Economics:

Applications, Strategies, and Tactics. Thomson/South-Western.

Kreps, D. (2004), Microeconomics For Managers, Addison-Wesley, New York

Baye, M. (2010). Managerial Economics and Business Strategy. McGraw-Hill Higher

Education.

Week Topic

1 Introduction and Goals of the Firm

2 Fundamental Economic Concepts

3 Demand Analysis

4 Production Economics

5 Cost Analysis

6 Applications of Cost Theory

7 Prices, Output, and Strategy: Pure and Monopolistic Competition

8 Price and Output Determination: Monopoly and Dominant Firms

9 Introduction to Game Theory

10 Static Games with Full Information

11 Static Games with Incomplete Information

12 Extensive Form Games

13 Contracting, Governance, and Organizational Form

14 Auction Design and Information Economics


Documents

THE SYLLABUSES OF MIS LECTURES - Marmara …dosya.marmara.edu.tr/eng/ie/MIS/MIS_Syllabus_ALL.pdf · THE SYLLABUSES OF MIS LECTURES ... Phone 535 255 2019 CONTENT RESOURCES: ... 8